Purohit, Manish

12 publications

ICLR 2025 Descent with Misaligned Gradients and Applications to Hidden Convexity Aditya Bhaskara, Ashok Cutkosky, Ravi Kumar, Manish Purohit

ICML 2023 Bandit Online Linear Optimization with Hints and Queries Aditya Bhaskara, Ashok Cutkosky, Ravi Kumar, Manish Purohit

ICML 2022 Parsimonious Learning-Augmented Caching Sungjin Im, Ravi Kumar, Aditya Petety, Manish Purohit

AISTATS 2021 Power of Hints for Online Learning with Movement Costs Aditya Bhaskara, Ashok Cutkosky, Ravi Kumar, Manish Purohit

ICML 2021 Dynamic Balancing for Model Selection in Bandits and RL Ashok Cutkosky, Christoph Dann, Abhimanyu Das, Claudio Gentile, Aldo Pacchiano, Manish Purohit

NeurIPS 2021 Logarithmic Regret from Sublinear Hints Aditya Bhaskara, Ashok Cutkosky, Ravi Kumar, Manish Purohit

NeurIPS 2021 Online Knapsack with Frequency Predictions Sungjin Im, Ravi Kumar, Mahshid Montazer Qaem, Manish Purohit

ICML 2020 Online Learning with Imperfect Hints Aditya Bhaskara, Ashok Cutkosky, Ravi Kumar, Manish Purohit

NeurIPS 2020 Online Linear Optimization with Many Hints Aditya Bhaskara, Ashok Cutkosky, Ravi Kumar, Manish Purohit

NeurIPS 2019 Efficient Rematerialization for Deep Networks Ravi Kumar, Manish Purohit, Zoya Svitkina, Erik Vee, Joshua Wang

ICML 2019 Hiring Under Uncertainty Manish Purohit, Sreenivas Gollapudi, Manish Raghavan

NeurIPS 2018 Improving Online Algorithms via ML Predictions Manish Purohit, Zoya Svitkina, Ravi Kumar